Multiple Kernel Shadowed Clustering in Approximated Feature Space.
Yin-Ping ZhaoLong ChenC. L. Philip ChenPublished in: DMBD (2018)
Keyphrases
- multiple kernel
- feature space
- linear combination
- kernel methods
- support vector machine
- data points
- high dimensionality
- clustering algorithm
- k means
- optimal kernel
- multiple features
- multiple kernel learning
- unsupervised learning
- clustering method
- feature vectors
- kernel function
- principal component analysis
- dimensionality reduction
- high dimensional
- feature extraction
- high dimensional data
- metric learning
- decision trees
- training samples
- image representation
- mean shift
- document clustering
- spectral clustering
- input space
- hyperplane
- input data
- image retrieval
- feature selection
- classification accuracy